Interactive computer program for measuring and analyzing mental ability

ABSTRACT

An interactive automatic system and technique for measuring and training of mental ability. In the illustrative embodiment, the invention is implemented on a computer which automatically presents a variety of visual and auditory stimuli. The system then measures reaction to the stimuli, adjusts certain stimulus parameters, and provides scores in response thereto. The scores are tabulated and displayed for analysis. In particular embodiments, the invention tests for physical reaction time, perceptual awareness thresholds, attention level, speed, efficiency and capacity of information processing by the brain and elementary cognitive processes, including memory, memory access and decision-making speed. The invention measures, identifies and quantifies noise in the subject&#39;s brain and elementary cognitive processing system, and the information exchange rate between the subject&#39;s left and right brain hemispheres. The inventive system compiles a history of the test scores, renders an overall performance rating, and delivers comments based on the subject scores. The complexity of the tests are adjusted based on the scores to optimally challenge cognitive capacities, thereby rendering more accurate evaluations of cognitive capacity, and optimizing learning of desired improvements in perceptual, physical and mental response speeds and efficiencies.

This is a Continuation of Application, Ser. No. 08/391,352, filed Apr.12, 1996.

BACKGROUND OF THE INVENTION

1. Field of the Invention

The present invention relates to 0 computer based testing systems. Morespecifically, the invention relates to systems and methods formeasuring, analyzing and training improvements in mental ability.

2. Description of the Related Art

Scientists and psychologists have long sought an objective measure ofgeneral mental ability that is independent of cultural bias(acculturation). Most pen and pencil PSYCHOMETRIC ("IQ") tests (e.g.,Stanford Binet and Wechsler) are biased to the degree that theirquestions favor prior learning of: procedural skills (e.g., use of mathtables enabling faster solutions), strategies (e.g., how to solvecertain problems), and language (e.g., alphabet, vocabulary,colloquialisms).

Although IQ tests purport to measure native mental aptitude, or ability,per se, a growing percentage of educational and cognitive psychologistshave argued that, "individual differences in tested IQ are attributableto differences in the opportunities afforded by the environment foracquiring the specific skills that are called for by the standardizedtests of intelligence".

In an attempt to identify a common factor that accounts for individualvariations across a broad range of mental tests, scientists haveconstructed the term `g`. The degree to which any test reflects nativeintelligence, or mental processing skills, versus acculturated learning,is its g-factor, or g-correlation.

A `g-factor` score results from a factor analysis of a wide range ofmental ability tests, and relates to those components of the tests thatare most highly correlated in their predictability of test results.However, although g is often used as a synonym for IQ, in fact, it isnot a measure of any kind of knowledge or mental skill. That is, g isnot related to cognitive content g reflects cognitive capacity, that is,information processing capacities (speed, capacity and efficiency). Theknowledge and skill content of performance on mental ability tests ismerely an expression of g which reflects the overall capacity ofinformation processes by which knowledge and skills can be learned andeffectively applied, such as, in an IQ test.

Over the past 20-30 years Cognitive Science has developed the theorythat cognitive ability, i.e., g, is based on the brain's (informationprocessing) speed. Studies have revealed high correlations betweenhighly g-loaded mental tests (e.g, Wonderlic, Ravens and WAIS), andbrain-speed, as measured via neural conduction velocity (optic-nervetransmission speed), and chronometric (reaction speed) cognitive tests,for instance.

Underlying g, or basic intelligence, are elementary cognitive processes(ECPs) involved in every stage of cognition from perception todecision-making. More specifically, ECPs are comprised of the followingcomponents: the perceptual registration ("apprehension") of the stimuli(bits of information); the identification ("discrimination") of theinformation; the "selection" and "encoding" of the information, and theappropriate reaction, be it: physical (sensory-motor), i.e., "simple"reaction-time (RT), or; cognitive, ie, "choice", "discrimination" and"decision" RTs. Cognitive reactions involve the additional ECPs of;"rehearsal" and further "encoding" of appropriately selected informationwhile, short and long term memory files are simultaneously accessed,followed by the "transformation" and "manipulation" of retrievedinformation for the purposes of making the appropriate choice,discrimination or decision response. Any test that challenges andquantifies elementary cognitive processes is referred to as anelementary cognitive task (ECT).

A simple reaction-time (RT) test involves a single (sensory-motor)response when a certain event happens, such as, pressing a button when alight goes on. A choice RT test involves two or more possible choiceresponses. For example, "If a red light flashes on the screen, press theR key, and if a green light presents itself, press the G key." Adiscrimination RT test generally involves the use of short term memoryto render a yes/no response. As an example, a string of letters ispresented for quick review, quickly followed by a second set of letters,with the requirement that the subject determines whether any letter inthe second group was in the first group and respond as quickly aspossible.

And, a decision RT test requires the access of short term memory and/orlong term memory (LTM) in order to render the correct "split-second"decision. For example, the stimlus may pair a word with a picture on thecomputer. The Rule might be, "If the word and picture are the same,press the right arrow key, otherwise press the left."

Although "simple," RTs show a relatively low correlation to IQ, choice(and especially) discrimination and decision RTs demonstrate arelatively high (over 50) correlation. In addition, the higher thenumber of alternative choices, or possible responses, the higher thetest's g-factor. A primary indicator of the g-value of an ECT is thelength of time required for a correct response. For instance, simple RTsare typically 275 milliseconds (ms). However, choice RT increases as alog function (to the base 2) of the number of choices (Hick's Law).Typically a four choice test might require 350 to 400 ms. In a decisionspeed test with a random rule-changing cue, response times typicallyexceed 1000 ms. RT times around 1000 ms indicate the full engagement of"Working memory" and are considered to be highly g-loaded. However, RTsmuch over 1000 ms typically reflect non-elementary (meta) cognitiveprocesses, such as, `thinking` (computations based on learned strategiesor procedures, generalizations, etc.).

The functional processing-system serving the elementary cognitiveprocesses is what Cognitive Science terms "Working memory". It islikened to a computer's central processor. The faster the processor, thesmarter the computer and brain.

The ideal mental ability test, therefore, would quantify as many ECPs aspossible, that is from perception and simple RT, to choice and decisionRT.

In response to the need to eliminate cultural bias from thequantification of g a number of electronic and chronometricmethodologies have been employed revealing various physiologicalsignatures (electrical, chemical and metabolic) andinformation-processing capacities of the brain showing high correlationswith g.

Various test measurements revealing significant correlations with ginclude: cognitive chronometric (RT) tests including "Choice RT" and"Discrimination (decision) RT"; "neural conduction velocity"; brain(wave) evoked potentials; brain hemisphere coherence (integration, orsynchronicity); total synchronous (alpha and theta) brain wave"energy-under-the-curve"; and others. However, none have shown thepracticality, ease of administration and fundamental potential as thechronometric cognitive (RT) tests.

Over 130 years ago Sir Francis Galton advanced the notion that "reactionspeed" reflected general intelligence. One-hundred years ago Americanpsychologist J. Allen Gilbert at Yale University was first todemonstrate a relationship between RT and intelligence. RT IQcorrelation studies continued over the years. The modern era of choiceRT chronometric intelligence tests started around 1952 when W. G. Hicksdiscovered that, multiple "choice" reaction times increase as a linearfunction of the increase in the amount of information presented to thesubject, when information is measured in binary bits, that is, thelogarithm (to the base 2) of the number of choices. This relationshiphas become known as Hick's Law.

In 1964, E. Roth, using choice RT tests, found that individualdifferences in the slope of RT as a function of bits (i.e., the rate ofinformation processing), are correlated with IQ. This was one of thefirst demonstrations of a relationship between (cognitive) responsespeed and intelligence as predicted by the general theory that, IQ testsmeasure, among other things, the degree of learning that results fromone's information processing capacity.

More recently, Steinburg, Nettlebeck and Jensen, working independently,have measured a number of assumed different ECPs (e.g., inspection timeand dual discrimination RT) discovering that, the greater the number ofdifferent ECP components measured, the higher their collectiveg-correlation.

To date most, if not all, chronometric research has been experimentalrather than application oriented. In order to render the field viable asa mass population measurement system, the following are (minimally)needed: (1) a comprehensive battery of ECTs that quantify most, if notall, of the known elementary cognitive processes, components andmechanisms of cognition, including; perceptual awareness, brainprocessing speed, cognitive processing (choice and decision) speeds,working memory capacity, and speed of long term memory (LTM) access(from episodic, semantic and/or symbolic divisions of LTM), and thesubsequent speed and efficiency of working memory's organization ofrelevant data to make a correct choice or decision; (2) a comprehensivebattery of ECTs that are truly interactive, whereby test complexity(difficulty) is adjusted on-line, depending upon the speed, accuracy andconsistency (efficiency) of the user's responses, in order that the taskcan optimally challenge, or "load", user's ECP (or, working memory)capacity to its maximum potential, and; (3) an automated computerprogram (or otherwise electronic device) incorporating such a battery ofECTs that can easily be run on almost any contemporary computerhardware.

It should also be noted that the refined quantification of cognitivecomponents that make up a more generalized mental ability might behelpful in aiding educators and employers to better qualify and placeindividuals, as well as address their individual cognitive strengths andweaknesses.

In the final analysis there appears to be a real and timely need for apractical yet fair way to quantify intelligence, or g, and itssub-components, whose test results reflect those cognitive processingcapabilites underlying "intelligence", and which are not influenced byone's cultural advantages or disadvantages, or even by one's genetichistory which may have predisposed the nature of one's `intelligence` tobe different than the qualities of intelligence deemed to be mostappropriate for measurement by tests developed some 25 to 50 years ago.

SUMMARY OF THE INVENTION

The need in the art is addressed by the present invention, which, in amost general sense, provides an interactive automatic system andtechnique for measuring and analyzing mental ability. In theillustrative embodiment, the invention is implemented on a computerwhich automatically presents a variety of visual and auditory stimuli.The system measures reactions (or lack of) to the stimuli, and providesimmediate on-line feedback of results, while interactively adjustingtest complexity to optimally challenge the cognitive capacity beingmeasured. The system renders a number of useful measurements, based onproprietary manipulation and analysis of continuous data generated.Appropriate and meaningful cognitive scores are then tabulated, anddisplayed for analysis.

In particular embodiments, the invention tests for: physical reactiontime; perceptual awareness thresholds; brain-speed, and; the speed,efficiency and capacity of elementary cognitive processes, includingchoice, discrimination and decision responses, memory-access andinformation-retrieval. The invention also quantifies the subject'sdegree of focus or attention and working memory's speed of accessinglong term memory files believed to reside in both left and right brainhemispheres.

In addition, the complexity of the tests are adjusted on-line, based onindividual test results, in order to optimize learning of desiredimprovements in awareness, attention and in speed and efficiency ofbrain and cognitive processes. The inventive system also compiles ahistorical comparison and analysis of the test scores, presents writtencomments, and provides a performance rating system all graphicallydisplayed.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a flow diagram of a routine which administers a reaction timetest in accordance with the teachings of the present invention.

FIG. 2 is a test figure such as that utilized by the system of thepresent invention for testing reaction time.

FIGS. 3(a) and 3(b) depict a flow diagram of a routine which administersa subliminal awareness threshold test in accordance with the teachingsof the present invention.

FIGS. 4a and 4b depict a figure useful in the administration of thesubliminal awareness threshold test in accordance with the presentteachings.

FIG. 5 depicts a flow diagram of a routine which administers aperceptual awareness threshold test in accordance with the teachings ofthe present invention.

FIG. 6 illustrates an individual figure utilized during the perceptualawareness threshold test.

FIG. 7 illustrates a second display figure utilized during theperceptual awareness threshold test.

FIG. 8 depicts a flow diagram of a routine which administers a multiplechoice reaction time test in accordance with the teachings of thepresent invention.

FIG. 9 is a display figure utilized during the multiple-choice reactiontime test.

FIG. 10 depicts a flow diagram of a routine which administers a shortterm memory test in accordance with the teachings of the presentinvention.

FIG. 11(a) and (b) depict display figures utilized by the short termmemory test.

FIG. 12 depicts a flow diagram of a routine which administers a wordpicture association test in accordance with the teachings of the presentinvention.

DESCRIPTION OF THE INVENTION

Illustrative embodiments and exemplary applications will now bedescribed with reference to the accompanying drawings to disclose theadvantageous teachings of the present invention.

While the present invention is described herein with reference toillustrative embodiments for particular applications, it should beunderstood that the invention is not limited thereto. Those havingordinary skill in the art and access to the teachings provided hereinwill recognize additional modifications, applications, and embodimentswithin the scope thereof and additional fields in which the presentinvention would be of significant utility.

There is a growing consensus that elementary cognitive (information)processes, rather than learned cognitive content and skills, most fairlyreflect native intelligence, or g. It has been relatively wellestablished that information processing capacities accurately reflectreal mental ability, and that info-processing test scores, such as,choice reaction-times, demonstrate high correlations with g.Furthermore, it has been clearly demonstrated that suchinformation-processing capacities, or ECPs, can most easily,comprehensively and accurately be measured via the use of elementarycognitive chronometric tasks. And, furthermore, resultant RT test scoreshave been highly correlated to mental ability tests, especially thosetests, such as, Wonderlic, Ravens, et al, that have a particularly highg-loading.

In other words, it appears that the measurement and evaluation ofelementary cognitive processes, which influence, if not enable anddetermine, learning, and which underly the cognitive expressions ofintelligence, might render a more accurate and comprehensive analysis ofraw mental ability. An analogy might serve here. Intelligence is anexpression of the power of the underlying "muscle" of the brain.Physical strength is the expression of the power of the underlyingphysical muscles. To most accurately measure the power of a muscle, onewould use a weighted, or otherwise resistively loaded, system offeringup the maximum load that the muscle can move or lift. To measure themuscle's strength by (indirectly) testing the person's ability to heavea 16 lb. shot, for example, would be relatively inaccurate, since otherfactors, such as learned technique, practice, etc., also determine howfar one could "put the shot".

Likewise, an IQ test could be likened to a track meet for the mind. TheIQ test score reflects factors other than merely brainpower. Therefore,a more accurate reflection of mental ability might be derived bydirectly measuring the brain's power output, that is, its computationalspeed and efficiency.

It has been demonstrated that the elementary cognitive tasks (ECTs)which produce the highest g-correlated results are comprised of abattery of tests with: each evaluating a different elementary cognitiveprocess (ECP); the battery measuring as many ECPs as possible, and; oneor more tasks evaluating as long a chain of ECPs as possible. Forinstance, this might be a single test that measures perceptualthresholds, brain-speed, choice and decision speeds and efficiencies,short-term "working" memory, long-term memory access speed/efficiency,simultaneously.

It is most likely that adding interactivity to such a battery of ECTscan further enhance the test's g-factor, since the true potential of anyelementary cognitive capacity can only be revealed if it's fullychallenged.

To evaluate the full capacity of any ECP, the test must fully loadworking memory. WM is the operational component of short-term memory. Itis likened to a computer's central processor.

Working memory (WM) serves each of the elementary cognitive processes.Loading WM requires (interactive) response-based adjustment of testcomplexity to fully tax WM capacity to its limits (in processing speed,efficiency and memory capacity). For instance, WM has a relativelylimited channel capacity. It can only efficiently process one task at atime. WM "capacity" is defined in terms of: its optimal processing speed(including memory retrieval); its processing efficiency (accuracy andconsistency), and; its processing capacity ("memory", or amount ofinformation it can successfully handle at one time).

Interactive ECT complexity-adjustment, random stimulus presentation,uncertainty of stimulus type, random rule changes, psychologicalpressure for speed without errors (performance), positive and negativereinforcement of performance, psychological status for achievement, areall relevant factors that optimize WM loading, thus reflective of truecognitive ability.

Likewise, the above factors also enhance the possibility ofcognitive-capacity enhancement learning, especially if the user beingtested is also provided individual trial-event feedback of results.Another example might serve here. Imagine trying to improve your game ofdarts blind-folded. Even if a friend reported where each dart landed,the lack of immediate, on-line, direct feedback makes improvementconsiderably more difficult.

Therefore, the key to learned cognitive enhancement is based on: theimmediate, direct, on-line feedback of appropriate result variables; theinteractive adjustment of task dificulty so that the brain-cognitivesystem's main machine, Working memory, can be fully challenged (imaginetrying to build muscle-power with a weight that can be easily lifted),and; challenging all of the brain's various elementary cognitiveprocesses and their capacities.

Finally, it would seem that chronometric reaction-time computer programsmight offer a most desirable, non-invasive and practical way to test,quantify and train elementary cognitive processes, or mental ability.

Although, historically, chronometric cognitive tests have demonstratedpromising potential in experimental research environments, they have hadlimited market appeal and application potential for a number of reasons,primarily: (1) their lack of interactivity, (2) lack ofcomprehensiveness (a complete ECT battery is significantly moreeffective and engaging), (3) their inability to work with previoushardware (it has only been within the past few years that computerprocessor speed, and screen refresh-rates, have been adequate for thetesting of perceptual and mental reaction-speeds down in the lowmillesecond range).

In addition to the quick and equitable quantification of cognitivecapacities known to underly intelligence, another valuable applicationof the invention would be the qualification of conditions such as sleep,alcohol, nutrition and drugs for their affect on mental/cognitivecapacities. Simple reaction-time and dexterity tests, brain wave patternanalysis, bio-chemical analysis, subjective experience evaluation,behavioral pattern observations, and other measures have historicallybeen used in an attempt to accurately quantify and qualify mental andphysical performance altering "conditions".

Unfortunately, conventional methods typically produce relatively grossanalysis, especially regarding qualitative factors. For example, theaccuracy of blood alcohol analysis as a measure of one's true conditionis questionable with respect to an individual's actual reflexes,awareness level, etc.

In another example, scientists currently researching the mentalperformance boosting affects of vitamins, herbs and pharmaceuticals,such as the new class of nootropic drugs, have no highly accurate,reliable and comprehensive way to measure the drug's true impact onelementary cognition, and its components. And, although memory recalland other conventional aptitude tests have been used with limitedsuccess, their primary limitation is the limited number of times theycan be used in a relatively short time frame. Furthermore, these testsare significantly restricted in the number of different cognitiveprocesses they can measure.

One of the most desirable cognitive components to measure in thequantification of mental ability, is brain-cognitive efficiency. Recentuse of PET scans (Haier, UC Irvine, Calif.), has demonstrated reducedbrain metabolic rates with more intelligent people. That is to say, asmart person uses less of their brain, more efficiently, than a lesssmart person when engaged in some cognitive task. Efficiency is therelative ease, consistency and accuracy in performing a mentallychallenging task. A direct, non-invasive system for the measurement ofbrain-cognitive efficiency might offer significant potential for thequalification of mental preparedness for, for example, pilots, airtraffic controllers, athletes, soldiers going into combat, executivesgoing into major negotiations, etc. Or, the affects of drugs, alcohol,etc. might best be qualified via brain-cognitive efficiency testing.

At the heart of the present invention is a unique means for theevaluation of brain-cognitive efficiency, in terms of responseconsistency and accuracy. This is accomplished by rendering ameasurement of appropriate errors and individual intra-test variabilitesrendering a standard deviation of appropriate scores. By combining thestandard deviation, speed and accuracy of responses the program rendersa highly revealing and meaningful efficiency score.

ECTs are "tests" that quantify ECPs by specifically targeting workingmemory only (vs. meta-cognitive mechanisms, eg, learned skills,strategies, etc.). The most representative ECTs are chronometric testswhich quantify information-processing speed, capacity (memory in numberof information bits), and efficiency (consistency and accuracy). Themost comprehensive measure of g is via a battery of ECTs which measureas many individual ECPs as possible, minimally: perception thresholds;brain-speed; WM capacity; WM processing speed (eg, data "rehearsal","encoding" and "manipulation"); WM speed of accessing both short-termmemory and several "areas" of long term memory (episodic, semantic andsymbolic), and; WM efficiency.

It is not known whether the sum of the scores of many individual ECPs(eg, the above) has a higher correlation with g, than a single taskwhich engages a longer string of cognitive processes. However, thecombination of the two, that is, summing the individual ECP scores withthe "long ECP chain" score undoubtedly creates the highestg-correlation, especially when the tasks also; 2) "load", or challenge,WM to the threshold of breakdown (overload). This is accomplished by(interactively) adjusting the test complexity until the pre-breakdownthresholds are reached. At this point WM capacity has been fully loaded,or challenged. The ability to interactively load (increase) testcomplexity on-line while a subject plays the game, for example, is veryimportant in order to most accurately accurately determine peakthreshold (ECP) capacity, as well as to optimize development of suchcapacity.

The invention represents an automatic-and-interactive program, forcomputers or adapted electronic device, that tests, analyzes, andpotentially improves, how the subject perceives, thinks and reacts,physically and mentally. The program is designed to convert any computerinto an interactive test and training system.

With frequent use, or training, the program expands the subject'sawareness of how he or she perceives, thinks and reacts, potentiallytraining the user, via brain biofeedback, to improve his or her powersof awareness, focus, mental quickness, clarity and efficiency, memoryretrieval speed, capacity and choice-decision speed.

The program also plots performance scores over daily, weekly andquarterly periods. It allows the subject to register comments, such asany unusual conditions surrounding any test. In this way, one learnsabout the (mental and physical) performance effects of drugs, emotions,drinks, foods, vitamins, sleep, exercise programs, and etc. The programalso challenges the subject to improve upon his "baseline" score usingon-line feedback display of comparative results with positive, and whereappropriate negative, reinforcement of responses, along with interactiveadjustment of test complexity (difficulty) to most fully challenge thebrain and mind and optimize cognitive-enhancement potential.

In addition, the program provides comments after the entire test batteryis completed yielding test interpretations, as well as insights into,and appropriate suggestions.

The program's biofeedback capacity trains the above brain-cognitivecapacities by "shaping responses" towards improvement in perceptual,data-processing and decision making abilities, as desired. The programalso detects the level of noise in the brain's cognitive processingpathways (neural noise) which is highly correlated with mental abilityand stress, and is believed to reflect emotional levels of anxiety andfrustration.

By uniquely weighing and valuing a host of test parameters, thefollowing examples of individual and complex adjusted scores arerendered:

physical (sensory-motor) reaction time

perceptual thresholds

brain speed and efficiency

information processing speed and efficiency

neural noise

attention level

choice reaction speed and efficiency

decision (discrimination) reaction speed and efficiency

long term memory access speed

short term "working" memory capacity

information exchange rate between the brain hemispheres

a physical performance potential rating

a mental performance potential rating

In short, the program measures, evaluates and trains perceptual,information processing and mental reaction-speed capacities believed tounderly the elementary cognitive faculties of awareness, physicalreflexes and intelligence.

Yet another, and perhaps less obvious, application of the technology isto add true interactivity to multi-media CD ROM entertainment,edutainment and education software. The field of interactive software isexperiencing a dynamic growth phase with the advent of new multi-mediamediums, such as, CD ROMs, etc.

Interactive is a term commonly used describing the ability of the userto edit or otherwise influence the content and it's delivery via thesoftware-hardware system, such as, a floppy disc or CD ROM and acomputer. However, such interactive systems have no way of knowing howsuch new content affected the user.

The technology enables a relatively new and improved form ofinteractivity, wherein the content is actually shaped by the user'smental and physiologic states (as evidenced by their reactions), whichnew content, in turn influences the user (and their cognitive state),etc.

For instance, an interactive loop would be formed by using an EEG tomonitor viewer brain wave patterns evidencing the degree of attentionpayed to (or interest in) a CD ROM story (media content) displayed on ascreen. If the content, or "presentation stimuli", were qualitativelyadjusted by the user's brain waves so as to shape a desirable brain wavestate (reflecting one's paying more attention), such interactive shapingof content presentation by user psycho-physiologic, or cognitive, statescould be called interactive.

Within the entertainment and edutainment fields there is a growingdemand for "interactive" software and CD ROM applications which teachwhile they entertain, or otherwise, engage. For instance, computersoftware developers have added "interactive" tutorial texts to theirprograms for the purpose of accelerating the learning process as well asmaking it more user friendly. However, although most if not all of suchprograms address cognitive content-enhancement, that is, the learning ofnew information and skills, such as, how to use Windows, or fix yourVolkswagon, few if any address cognitive capacity-enhancement, that is,training improvements in such cognitive capacities as, memory, attentionspan, decision speed, etc.

Cognitive capacity-enhancement training requires on-line and immediatemeasurement, analysis and feedback of user's cognitive states (eg,attention, memory capacity, mental reaction speed, etc.) whichinteractively adjust content, or "stimulus presentation". For instance,if such a training program were to test and train one's perceptualthreshold (or, "seeing speed"), the program would need to be able tointeractively adjust the "presentation time" of the "stimulus" until itdetermined the user's perceptual threshold, based on their responses.

It's obvious how this interactive loop between the hardware/softwaresystem and the user (ie, their responses which reflect some underlyingcognitive state, or capacity, such as mental reaction speed) isnecessary for the accurate evaluation of certain cognitive ability.However, it's equally important that on-line and immediate feedback beprovided to the user for optimal learning of trained improvements in anycognitive capacity.

Inspite of the demonstrated market interest in self-improvementproducts, such as, books, self-help seminars, etc., there has been arelative dearth of software products addressing cognitive- capacityenhancement. One primary reason for this has been the lack ofuser-friendly (eg, non-invasive vs. electrodes attached to the brain)true "interactivity".

It would seem to be of significant advantage, therefore, to the massmarketability of such cognitive capacity testing and training programsand systems to have user-friendly true (bio) interactivity between theuser's cognitive states (such as, the measured responses indicatingperceptual thresholds), and appropriately adjusted content presentation(and feedback display).

The present invention teaches a new, non-invasive and computerizedmethodology for the testing and training of cognitive capacities, and,perhaps most uniquely, is so designed to enable a number of new anduseful broad market applications of interactive educational andentertainment software, from standard floopy disc software programs tomulti-media CD ROM.

For instance, the present invention allows for the unique value-addedimprovement of standard interactive CD ROM technology and systems,converting them into an interactive testing and training, as well asentertaining, system products. This could open up whole new marketsbeyond edutainment, such as, braintainment, for example.

As an example, imagine an exciting kid's game which challenged most ifnot all of their cognitive capacities and brain processing pathways. Forinstance, the game could present shape-shifting Friend and Foecharacters, unexpectedly and at near subliminal threshold speeds. Speedof advancement in the game depends on the player's (very) quickrecognition of, and appropriate responses to, his Friends and Foes. Notseeing a Foe, or misidentifying a Friend, or seeing a pack of Foes tooslow (late), would all set you back in the game. Conversely, the quickeryou could see (your perceptual threshold), and identify andappropriately respond to (making a correct choice and decision) Friendsand Foes, the faster or farther you'd advance and perform. Withinteractive response, the characters would learn how the subject isseeing, thinking and reacting. The "monsters" on the screen would startto outsmart the user.

While playing this game the player's cognitive capacities of perception,physical and mental reaction and discrimination capacities (speed,capacity, efficiency), short term memory recall, long term memory-recallspeed, and most importantly, attention levels, are all being quantified,analyzed and, optionally, displayed for review.

While the child is having fun, and tuning up his brain, his parents oreducators are analyzing his mental performance capacities. They willalso discover how dull or sharp he is today. This will not only reflecthow well he might learn or test today at school, but over timecorrelations will be revealed between their child's (junk food vs.healthy) eating habits, exercise program, nutritional supplements,emotional stress, etc., and his mental and physical performance.

Another envisioned application of such An interactive floppy or ROM discprogram might be for seniors. It is known, for example, that cognitiveabilities normally start to decline after years 65 (statistically). Thatis, unless the brain can be exercised in the appropriate manner.Interactive brain-games could be employed to slow down, stop, if notreverse, at least for a temporary time period, this cognitivedegeneration.

REACTION TIME TEST

FIG. 1 is a flow diagram of a routine which administers a reaction timetest in accordance with the teachings of the present invention. Duringthis test, the system (computer) displays a figure such as that shown inFIG. 2 and measures the time required for a subject to depress a key. Arandom delay is introduced at step 16 before the figure is shown, sothat the subject cannot predict from past experience precisely when thetest figure will appear (a similar random delay is used in the othertests). The reaction time for each trial is recorded. The statisticalanalysis performed on the reaction time data for this and the othertests is described below, under DATA ANALYSIS. FIG. 2 is a test figuresuch as that utilized by the system of the present invention for testingreaction time.

SUBLIMINAL AWARENESS THRESHOLD TEST

FIGS. 3(a) and 3(b) depict a flow diagram of a routine which administersa subliminal awareness threshold test in accordance with the teachingsof the present invention. This test measures the limits or threshold ofone's ability to perceive a very brief stimulus. The subject ispresented with one or two possible stimuli: a very brief outline of a4-pointed star immediately turning into a solid star, or a solid staronly.

FIGS. 4(a) and 4(b) depict a figure useful in the administration of thesubliminal awareness threshold test in accordance with the presentteachings. The objective is to discriminate between the two stimuli andrespond as quickly as possible by depressing the space bar (or otherdesignated key) when and only when the star outline is perceivedpreceding the solid star. If the star outline presentation is too briefto be detected by the subject, step 146 in FIG. 3(b) slows down(increases) the stimulus presentation time. On the other hand, when apredetermined number of consecutive elections (e.g., 3) are made withouterror, step 120 shortens the stimulus display time.

Note that at step 112, the initial inspection time is set based on thesubject's past performance.

At step 128 is FIG. 3(b), a DRS function is implemented. The DRSdeterministic random selection) function is a function by which theoutcome of the total number of trials will always match a particularprobability distribution profile, although any individual outcome isunpredictable. The function accomplishes this by taking past historyinto account when making a random yes/no decision. The function may beexpressed in informal pseudo-code as follows:

                  TABLE I    ______________________________________    function DRS (yes.sub.-- chance, total, yes.sub.-- already, no already)    // yes.sub.-- chance probability of YES response (between 0 and 1)    // total total number of responses in set    // yes.sub.-- already YES responses previously returned    // no.sub.-- already NO responses previously returned    n = (total * yes chance - yes already)/(total - yes.sub.-- already -    no.sub.-- already)    rnd = random 0 // random number less than 1 but greater    than or equal to zero    if n > rnd then    return (YES)    else    return (NO)    end if    end function    ______________________________________

The DRS function is used in many of the tests conducted herein. In step128, it s set to select the "Display Outline" path with a probability of0.6.

PERCEPTUAL AWARENESS THRESHOLD TEST

FIG. 5 depicts a flow diagram of a routine which administers aperceptual awareness threshold test in accordance with the teachings ofthe present invention.

FIG. 6 illustrates an individual figure utilized during the perceptualawareness threshold test.

FIG. 7 illustrates a second display figure utilized during theperceptual awareness threshold test. During this test, the system firstadjusts the presentation time based on the object's past performance(step 212). At steps 218-222 in FIG. 5, during the perceptual awarenessthreshold test, an individual figure, such as that shown in FIG. 6, ispresented on a black background in the same position as one of thecircles on the left or right side of the displayed figure. After apresentation delay which is determined in part by the subject's pastperformance (e.g., 20 to 50 milliseconds), the rest of the figure FIG.7) is displayed. To the subject, the screen appears to contain 8 lights,one of which turns on a little before the rest.

The subject presses one of two keys to indicate on which side, left orright, the initial single figure was displayed (e.g., the right-arrowkey if the single figure speared on the right, or the left-arrow key ifthe figure appeared on the left). If the subject selected the correctside, the presentation delay is reduced (step 244); if the subjectselected the wrong side or failed to respond within 3 seconds of thepresentation of the stimulus, the presentation delay is increased (step238). Trial errors and response times are recorded for tabulation at theend of the test.

MULTIPLE-CHOICE REACTION TIME TEST

FIG. 8 depicts a flow diagram of a routine which administers amultiple-choice reaction time test in accordance with the teachings ofthe present invention. The display of FIG. 9 is used.

FIG. 9 is a display figure utilized during the multiple-choice reactiontime test. During this test, the segments labeled N, S, E, and Wnormally form dark red square ring. The stimulus consists of one ofthese segments changing to a light yellow color. At the same time, themoat 38 may or may not change color from ark blue to light cyan. Thesubject responds by depressing the appropriate key. If the moat isilluminated (i.e., has changed color), the subject must also press theshift key the responses are tabulated for subsequent display.

WORKING MEMORY CAPACITY TEST

FIG. 10 depicts a flow diagram of a routine which administers a workingmemory capacity test in accordance with the teachings of the presentinvention. In this test 400, after a random delay, the system performs aDRS function to select a "letters" or "symbols" test with equalprobability. The two forms of the test are identical, except that onedisplays a set of capital letters A-Z, and the other a set ofgeometrical symbols (circle, triangle, and square) with any of threeconcentric segments filled-in or empty, as illustrated in FIG. 11(a) and(b). FIG. 11(a) and (b) depict display figures utilized by the shortterm memory test.

In step 428, an initial set of characters is displayed (the"presentations"). The number of letters or symbols presented isdetermined by past performance, and ranges between 3 and 13. The lettersor symbols are presented in random order, and are all different from oneanother.

After a short delay (step 430), the presentation is erased and a "probe"of a smaller number of characters is displayed. The probe consists of arandom set of letters or symbols, and may or may not (with 50%likelihood) contain one or more letters or symbols that also appeared inthe presentation. The count of probe characters ranges from 1 to 11.

If the probe contains a letter or symbol that appeared in thepresentation, the subject is to press a YES key (e.g., the right-arrowkey); if none of the probe characters were part of the presentation, thesubject is to press a NO key (e.g., the left arrow key).

If the subject responded incorrectly, the number of letters or symbolsis reduced or the next letters or symbols trial. If the subject respondscorrectly to two consecutive trials without an intervening error andwith a reaction time of less than 1200 milliseconds, the number ofletters or symbols is increased for the next trial (step 450).

A score representing the aggregate difficulty of the test is obtained bysumming the total characters (letters and symbols) correctly identifiedduring the test run of 8 letter trials and 8 symbol trials.

WORD PICTURE ASSOCIATION TEST

FIG. 12 depicts a flow diagram of a routine which administers a wordpicture association test in accordance with the teachings of the presentinvention. During this test, a word is presented along with a picture.If they are the same, the subject is instructed to respond with a YESindication. If not, the subject responds with a NO. However, if a tonesounds during the trial, the subject is to reverse his answer only forthat trial.

DATA ANALYSIS

The reaction time (RT) and other test-specific data (e.g., inspectiontime, presentation time, character count) are analyzed statistically foreach test to produce the following results (in all cases the fastest,slowest, and any erroneous trials are excluded from the RT computation):

Physical reaction time (milliseconds): computed as the median RT in theReaction Time Test.

Subliminal awareness threshold (milliseconds): computed as the briefestinterval successfully observed by the subject during a "set" of 5 trialsin the Subliminal awareness Threshold Test (FIG. 3(a)).

Perceptual awareness threshold (milliseconds): computed as the briefestpresentation delay successfully observed by the subject in 3 successivetrials in the Perceptual awareness Threshold Test (FIG. 5).

Information processing/Decision making speed (milliseconds): computed asthe median ˜T in the Multiple Choice Reaction Time Test (FIG. 8).

Efficiency: for a given test, a percentage computed according to theformula

    Efficiency=100N(RT-S)/RT(N+ERR)

where N is the number of trials after the fastest and slowest trials arediscarded, and does not include erroneous trials; RT is the medianreaction time in milliseconds for correctly completed trials; S is thestandard deviation (sigma) of the RTs, a measurement of "noise" in thecognitive system (the standard deviation is computed by averaging thesquares of the difference of the RT of each trial and the mean RT, thentaking the square root of the average); ERR is the number of incorrecttrials. A test completed with all RTs exactly the same would yield anefficiency of 100%. Efficiency measures the consistency, rather than thespeed, of the subject's reactions. Typical efficiencies range from 75%to 90%; more complex tests tend to produce lower efficiency figures fora given subject. Research has indicated that intra-individualvariability in RT, which the Efficiency level reflects, is highlycorrelated with g Jensen 1982!.

Working memory capacity: computed as the total number of charactersdisplayed in the presentation and probe sets of the Working memoryCapacity Test (FIG. 10) in those trials that are successfully completedby the subject. This can range from 64 (3 presentation and 1 probecharacters in 16 trials) to 384 (13 presentation and 11 probe charactersin 16 trials).

Performance level (PL): a conveniently-scaled "score" used to give thesubject a relative idea of his performance. The performance level iscomputed in two stages, first a get an "adjusted RT" reflectingefficiency

    RTadj=100RT/Efficiency

then the actual performance level is scaled from RTadj such that PL=50for a subject in the 20th percentile of performance, and PL=100 for asubject in the 90th percentile of performance. The scale factor usedvaries with the particular test, as more complex tests result in largerRTs.

DATA RECORDING AND DISPLAY

Detailed information about each trial, consisting of RT and perceptualthreshold or difficulty level as appropriate, is available for displayupon completion of the test. The subject can see, for example, theeffect of the appearance of letters or symbols in the Working memoryCapacity test, or the difference in response times for individual trialsin the Word-Picture Test when the reversing tone is present. Thisper-trial information is then discarded, and only summary results aresaved.

The subject may enter a comment at the completion of any test todescribe any factors that he thinks may have influenced his score. Thiscomment will appear on the history graph described below whenever theperiod of time including the comment is displayed.

The summary test results described above are time and date-stamped andsaved for subsequent review. The system provides a History graph, onwhich may be selected for display any of the above results for anyperiod of time. This History information, coupled with the comment entrydescribed above, allows the subject to track his performance over timeand identify what factors influence his performance. In addition, heuser may view results from multiple tests plotted with their resultsaveraged together, to see the effect of a combination of tests. Specificstarting and ending dates may be selected.

The History graph may be operated in either of two modes. In TEMPORALnode, performance history is displayed over time, with date/time labelson the X-axis. Each type of data is plotted as a line graph. In PERIODICmode, the data can be examined for cyclic behavior. In addition tostarting and ending dates, the user selects he number of days in theperiod. All the data between starting and ending dates isscatter-plotted (each data value is plotted as a point on the graph) insegments of the specified number of days. For example, the performanceof the subject for various times of the day could be displayed bysetting the period to 1 day. All the 8:00 a.m. results for the entirehistory period will be plotted next to each other, all the 9:00 a.m.results likewise, and so on. Similarly, a weekly cycle could bedisplayed by setting the period to 7 days. If the starting date is setto a Sunday, then Day 0 on the graph will hold all the Sunday scores,day 1 will hold all the Monday scores, etc.

Thus, the present invention has been described herein with reference toa particular embodiment for a particular application. Those havingordinary skill in the art and access to the present teachings willrecognize additional modifications applications and embodiments withinthe scope thereof. For example, the invention is not limited to theparticular tests disclosed. Other tests may be incorporated as will beappreciated by those skilled in the art.

It is therefore intended by the appended claims to cover any and allsuch applications, modifications and embodiments within the scope of thepresent invention.

Accordingly, what is claimed is:
 1. An interactive automatic system formeasuring and analyzing mental ability including:first means forautomatically providing a stimulus for a duration of time; second meansfor automatically measuring a subject's reaction to said stimulus andproviding data in response thereto, said second means including meansfor measuring said subject's physical reaction time; third meansresponsive to said second means for adjusting the duration of timeduring which the stimulus is provided by the first means in response tosaid data; and fourth means responsive to said means for measuring saidsubject's physical reaction time for measuring the subject's thresholdof perceptual discrimination.
 2. The invention of claim 1 includingmeans for measuring the subject's perceptual awareness thresholds. 3.The invention of claim 1 including means for measuring the subject'sbrain processing speed and efficiency.
 4. The invention of claim 1including means for measuring the subject's cognitive capacity (speed,efficiency and capacity) for information processing.
 5. The invention ofclaim 1 including means for measuring the subject's cognitive capacity(speed, efficiency and capacity) for choice, descrimination and decisionresponses.
 6. The invention of claim 1 including means for measuring thesubject's cognitive capacity (speed, efficiency and capacity) ofaccessing various areas of short and long term memory.
 7. The inventionof claim 1 including means for interactive adjustment of test complexitybased on said measurements.
 8. The invention of claim 1 including meansfor quantifying the information exchange rate between the subject's leftand right brain hemispheres.
 9. The invention of claim 1 including meansfor non-invasive identification and quantification of neural noise inthe brain and elementary cognitive processing pathways.
 10. Theinvention of claim 1 including means for measuring the subject's levelof attention.
 11. The invention of claim 1 including means for compilinga history of the data, providing specific comments in response to saiddata, and granting a level's rating for the subject's overall mental andphysical performance.
 12. An interactive automatic method for measuringand analyzing mental ability including the steps of:automaticallypresenting an auditory or visual stimulus for a period of time,automatically measuring a physical reaction to said stimulus, andadjusting the period of time during which the stimulus is presented inresponse to the measured physical reaction time to ascertain a subject'sthreshold of perceptual discrimination.
 13. The invention of claim 12including the step of measuring perceptual awareness thresholds.
 14. Theinvention of claim 12 including the step of measuring the subject'sbrain processing speed and efficiency.
 15. The invention of claim 12including the step of measuring the subject's cognitive capacity (speed,efficiency and capacity) for information processing.
 16. The inventionof claim 12 including the step of measuring the subject's cognitivecapacity (speed, efficiency and capacity) for rendering choicediscrimination and decision responses.
 17. The invention of claim 12including the step of measuring the subject's cognitive capacity foraccessing various areas of short and long term memory.
 18. The inventionof claim 12 including the step of interactive adjustment of testcomplexity based on said measurements.
 19. The invention of claim 12including the step of quantifying the information exchange rate betweenthe subject's left and right brain hemispheres.
 20. The invention ofclaim 12 including the step of non invasive identification andquantification of neural noise in the brain and elementary cognitiveprocessing pathways.
 21. The invention of claim 12 including the step ofmeasuring the subject's level of attention.
 22. The invention of claim12 including the steps of repeating the steps of claim 13 to compile ahistory of scores, provide specific comments in response to said scores,and grant a level's rating for the subject's overall mental and physicalperformance.
 23. An interactive automatic system for measuring andanalyzing mental ability including:first means for automaticallyproviding a primary stimulus; second means for randomly providing asecond, rule-altering stimulus simultaneously with the primary stimulus;third means for automatically measuring a subject's reaction to saidstimuli and providing data in response thereto; fourth means responsiveto said third means for outputting said data.
 24. An interactiveautomatic system for measuring and analyzing mental ability via abattery of cognitive tasks including:first means for automaticallyproviding a diversity of stimulus elements for a duration of timeincluding random audio and visual content including lights, sounds,letters, words, pictures and/or symbols; second means for automaticallymeasuring a subject's reaction to said stimuli and providing data inresponse thereto; third means for adjusting the stimuli of first meansin response to said data; and fourth means for outputting said data. 25.An interactive automatic system for measuring and analyzing mentalability including:first means for automatically providing a stimulus fora duration of time; second means for automatically measuring a subject'sreaction to said stimulus and providing data in response thereto, saidsecond means including means for measuring said subject's reaction time;and third means responsive to said second means for adjusting theduration of time during which the stimulus is provided by the firstmeans in response to said data until the duration of stimulipresentation is substantially equal to the subject's threshold ofperceptual discrimination.